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Posted to issues@flink.apache.org by "Till Rohrmann (JIRA)" <ji...@apache.org> on 2015/03/18 19:35:40 UTC

[jira] [Updated] (FLINK-1716) Add CoCoA algorithm to flink-ml

     [ https://issues.apache.org/jira/browse/FLINK-1716?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Till Rohrmann updated FLINK-1716:
---------------------------------
    Issue Type: New Feature  (was: Improvement)

> Add CoCoA algorithm to flink-ml
> -------------------------------
>
>                 Key: FLINK-1716
>                 URL: https://issues.apache.org/jira/browse/FLINK-1716
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Till Rohrmann
>            Assignee: Till Rohrmann
>              Labels: ML
>
> Add the communication efficient distributed dual coordinate ascent algorithm to the flink machine learning library. See [CoCoA|http://arxiv.org/pdf/1409.1458.pdf] for the implementation details.
> I propose to first implement it with hinge loss and l2-norm. This way, it will allow us to train SVMs in parallel.



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